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Automation Risk Analysis

Will “Package Yarns Drying Machine Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #255 of 702. Estimated risk: 37.0%

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AI Exposure Risk

52%

“Package Yarns Drying Machine Operator” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

60%

“Package Yarns Drying Machine Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 60% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend heating equipment other than basic metal, plastic, or food processing equipment. Includes activities such as annealing glass, drying lumber, curing rubber, removing moisture from materials, or boiling soap.

Avg. Annual Salary $49,250
Avg. Hourly Wage $23.68
Available Jobs (US) 16,160
Job Title & Hierarchy Code (SOC) Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders #51-9051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders”

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Core Skills & Abilities

  • Load equipment receptacles or conveyors with material to be processed, by hand or using hoists.

  • Clean, lubricate, and adjust equipment, using scrapers, solvents, air hoses, oil, and hand tools.

  • Melt or refine metal before casting, calculating required temperatures, and observe metal color, adjusting controls as necessary to maintain required temperatures.

  • Stop equipment and clear blockages or jams, using fingers, wire, or hand tools.

  • Confer with supervisors or other equipment operators to report equipment malfunctions or to resolve production problems.

  • Monitor equipment operation, gauges, and panel lights to detect deviations from standards.

  • Read and interpret work orders and instructions to determine work assignments, process specifications, and production schedules.

  • Press and adjust controls to activate, set, and regulate equipment according to specifications.

  • Feed fuel, such as coal and coke, into fireboxes or onto conveyors, and remove ashes from furnaces, using shovels and buckets.

  • Weigh or measure specified amounts of ingredients or materials for processing, using devices such as scales and calipers.

  • Direct crane operators and crew members to load vessels with materials to be processed.

  • Remove products from equipment, manually or using hoists, and prepare them for storage, shipment, or additional processing.

  • Calculate amounts of materials to be loaded into furnaces, adjusting amounts as necessary for specific conditions.

  • Transport materials and products to and from work areas, manually or using carts, handtrucks, or hoists.

  • Examine or test samples of processed substances, or collect samples for laboratory testing, to ensure conformance to specifications.

  • Record gauge readings, test results, and shift production in log books.

  • Replace worn or defective equipment parts, using hand tools.

Technologies & Software

  • Claude (Anthropic)
  • Gemini (Google)
  • Nova (Amazon)
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Microsoft Word
  • DeepSeek
  • Grok (xAI)
  • Machine operation software
  • Inventory tracking software
  • Sight Machine AI
  • Cognex Vision AI
  • Llama (Meta)
  • Qwen (Alibaba)
  • Rockwell Automation AI
  • ABB AI Robotics
  • Siemens Industrial AI
  • Kimi (Moonshot AI)
  • ChatGPT (OpenAI)
  • High-heat digital thermometers
  • Continuous baking furnaces
  • Natural gas powered boilers
  • Radial arm saws
  • Glass kilns
  • Resistance moisture meters
  • Electric moisture meters
  • Material shovels
  • Wheeled forklifts
  • Digital micrometers
  • Electronic top-loading balances
  • Curing ovens
  • Electric hoists
  • Handtrucks
  • Drying ovens
  • Dielectric power loss moisture meters
  • Self-calculating balances
  • Moving carts
  • Triple beam balances
  • Hot air core drying ovens
  • Tracked overhead cranes
  • Industrial production electric furnaces
  • Conveyor belts
  • Basket strainers
  • Digital bench scales
  • Optical pyrometers
  • Table saws
  • Swing saws
  • Cleaning scrapers
  • Skid steers
  • Digital hygrometers
  • Industrial air dryers
  • Portable saws
  • Digital calipers

Alternative Job Titles